Evidence map›Paper›PMID 42754515›Full record

ArticleJournal of applied clinical medical physics2026

Feasibility of multi-energy CT and fat fraction MRI for characterizing active bone marrow response to pelvic external beam radiation therapy.

Carolyn Eckrich, Kristin Bradley, Bethany Anderson, Diego Hernando, Jessica Miller, Jainil Shah, Patrick Wohlfahrt, Michael Lawless

Abstract read
In one paragraph

Article in Journal of applied clinical medical physics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Carolyn EckrichDepartment of Radiation Medicine, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Kristin BradleyDepartment of Radiation Medicine, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Bethany AndersonDepartment of Radiation Medicine, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Diego HernandoDepartment of Medical Physics, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Jessica MillerDepartment of Radiation Medicine, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Jainil ShahCancer Therapy Imaging, Siemens Healthineers, Varian, Cary, North Carolina, USA.
Patrick WohlfahrtCancer Therapy Imaging, Siemens Healthineers, Varian, Forchheim, Germany.
Michael LawlessDepartment of Radiation Medicine, University of Wisconsin-Madison, Madison, Wisconsin, USA.

Funding

GE HealthcareSiemens Healthineers
6 · The paper itself

Abstract

backgroundPelvic external beam radiation therapy (EBRT), frequently exposes a substantial fraction of active bone marrow (ABM), leading to radiation-induced marrow suppression and associated hematologic toxicity. Accurate delineation and quantitative assessment of ABM are therefore essential to enable marrow-sparing radiotherapy strategies. PURPOSE: To identify and quantify changes in ABM after EBRT using multi-energy CT (MECT) and fat fraction MRI (FFMRI).

methodsPatients with gynecological malignancies underwent MECT and FFMRI pre- and post-radiation therapy. ABM was delineated on both imaging modalities using thresholding where ABM was defined as voxels with CT numbers above the mean in MECT-derived virtual non-calcium (VNCa) datasets and voxels with percent fat fraction (%FF) below the mean on the FFMRI. ABM volumes and mean HU/%FF values were evaluated before and after treatment. A Wilcoxon-signed rank test was computed to compare paired MECT versus FFMRI ABM volume percent changes. Changes in ABM as a function of dose were also evaluated. A paired t-test was computed for each dose gradient (significant p < 0.05).

resultsThe average Dice Similarity Coefficient (DSC) between the MECT and FFMRI pre-treatment ABM volumes was 0.57 (range: 0.50-0.68). The mean volumetric change in ABM volume between pre- and post-treatment scans was -37%

conclusionsThis feasibility study demonstrates the utility of using MECT and FFMRI for delineating ABM in patients receiving pelvic EBRT. These imaging modalities showed good agreement in characterizing ABM volumes changes and radiation-induced marrow suppression. These findings support further investigation of ABM segmentation into the RT-planning workflow to facilitate marrow-sparing strategies.

Indexed as

Adipose TissueBone MarrowGenital Neoplasms, FemaleMagnetic Resonance ImagingRadiotherapy Planning, Computer-AssistedTomography, X-Ray ComputedAdultAgedFeasibility StudiesFemaleHumansImage Processing, Computer-AssistedMiddle AgedOrgans at RiskPrognosisRadiotherapy Dosageactive bone marrowfat fraction MRImulti‐energy CT

Identifiers

PMID42754515
PMCPMC13585644

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.